What AI Thinks About Public Rec | Pendium.ai
Public Rec
38Low

Visibility

90Excellent

Sentiment

Public Rec

Public Rec is a men's apparel brand specializing in comfortable, versatile pants and clothing that bridge the gap between athleisure and dress wear

Public Rec is a men's apparel brand specializing in comfortable, versatile pants and clothing that bridge the gap between athleisure and dress wear. They're known for creating 'absurdly comfortable' clothes that look polished enough for work or going out while feeling as comfortable as sweatpants.

AI Perception Summary

Public Rec maintains a moderate AI visibility score of 55/100, anchored by strong brand-specific recognition and dominant rankings for collection-based queries like 'Gamechanger vs Dealmaker.' While performance is robust on Gemini and ChatGPT, the brand is completely invisible on Claude and shows inconsistent rankings in broader category searches like 'Hybrid Work & Professional Comfort.'

Platform Breakdown

Visibility scores across major AI platforms

ChatGPTChatGPT
68/100

62% mention rate

ClaudeClaude
0/100

0% mention rate

GeminiGemini
74/100

84% mention rate

AI OverviewsAI Overviews
55/100

41% mention rate

Loading explorer...

Brand Voice & Style

How AI perceives Public Rec's communication style and personality

Public Rec communicates with a confident, relatable, and slightly irreverent tone that speaks directly to men who are tired of uncomfortable dress pants. The brand voice is conversational and down-to-earth, using straightforward language that cuts through fashion jargon. They're not afraid to be bold with claims like 'the world's most comfortable pants' while backing it up with social proof. The messaging is benefit-focused and practical, emphasizing real-life use cases like 'Built for the 9-5' and 'Built for Tee Time.'

Core Tone Traits

Confident & Bold

Makes strong claims about comfort and quality, backed by reviews and press mentions

Relatable & Down-to-Earth

Speaks to regular guys in plain language, acknowledging they hate dress pants

Practical & Benefit-Focused

Emphasizes real-world applications and lifestyle benefits over fashion trends

Witty & Slightly Irreverent

Uses clever taglines like 'Dress pants for guys who hate dress pants'

Key Insights

What AI visibility analysis reveals about this brand

StrengthHigh brand awareness in direct 'vibe check' queries across ChatGPT, Gemini, and AI Overviews, consistently holding the #1 position.
StrengthDominant visibility in product-specific comparisons such as 'gamechanger vs dealmaker' where it maintains top-tier ranking across multiple platforms.
StrengthStrong performance in 'Travel & Versatility' queries, particularly with Gemini and AI Overviews for athletic tech chinos.
GapTotal lack of visibility on Claude (0% mention rate), suggesting a deficiency in the specific datasets or editorial sources prioritized by Anthropic.
GapInconsistent performance in broad professional intent queries; for example, being 'NOT MENTIONED' in several 'work wardrobe' and 'dress pants for guys who hate suits' searches.
GapMixed sentiment across all core personas, indicating that while the brand is known, its specific value proposition for Tech Leads and Frequent Flyers is not being framed purely positively.
OpportunityCapture the 'Hybrid Work' market segment by improving relevance for generic dress pant alternatives, where competitors like Lululemon and Ministry of Supply currently lead in volume.
OpportunityLeverage the high AI Overviews position (#1) for tech chinos to drive more traffic from 'athletic build' queries.
OpportunityImprove mention rates for the Style-Conscious Spouse persona by targeting gift-related and aesthetic-focused fashion content.

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Public Rec

1Public Rec210 mentions
2Lululemon110 mentions
3Bonobos58 mentions
4Ministry of Supply56 mentions
5Rhone52 mentions
6Warpstreme41 mentions
7Uniqlo31 mentions
8ABC Pant31 mentions
9Western Rise26 mentions
10Commuter Pant22 mentions
11Vuori20 mentions

Persona Analysis

How and when AI agents present this business to different types of people

Remote Tech Lead
Remote Tech LeadSenior Staff Engineer
56
Goals

Find pants that look like chinos on Zoom but feel like sweatpants; Optimize a minimalist wardrobe with 5-7 core pieces

Pain Points

Traditional dress pants are too restrictive for all-day desk work; Common joggers look too athletic for professional meetings

Frequent Flyer Consultant
Frequent Flyer ConsultantManaging Director
53
Goals

Eliminate the need for a steamer or iron while traveling; Look polished for high-stakes client meetings

Pain Points

Dress clothes get wrinkled in luggage instantly; Professional attire is usually too stiff for long-duration travel

The Style-Conscious Spouse
The Style-Conscious SpouseLifestyle Blogger & Creative Lead
53
Goals

Find a gift that her husband will actually wear instead of returning; Upgrade her husband's wardrobe from 'old college hoodies' to 'modern professional'

Pain Points

Husband complains that 'nice' clothes are itchy or tight; Difficulty finding brands that offer a wide range of lengths for tall men

Cited Sources

Sources that AI agents learn from when researching this brand's products and services and competitors

AI Recommendations

How this brand could improve its AI visibility

1.Investigate and resolve Claude invisibility by increasing presence in high-authority editorial gift guides and premium fashion subreddits.
2.Optimize content for 'Hybrid Work & Professional Comfort' keywords to fix 'NOT MENTIONED' statuses.
3.Execute a sentiment-repair campaign focusing on the 'Remote Tech Lead' persona through niche tech-lifestyle publications.
4.Standardize product descriptions for 'athletic builds' across all digital touchpoints to stabilize Gemini rankings.
Data generated by Pendium.ai AI visibility scanning. Last scanned February 17, 2026.

Start getting recommended by AI

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.